On Tracking The Partition Function.
Guillaume DesjardinsAaron C. CourvilleYoshua BengioPublished in: NIPS (2011)
Keyphrases
- partition function
- upper bound
- particle filter
- markov random field
- importance sampling
- closed form
- structured prediction
- upper and lower bounds
- approximate inference
- random fields
- belief propagation
- bayesian framework
- particle filtering
- probability density function
- kalman filter
- object tracking
- monte carlo
- mean shift
- parameter estimation
- graphical models
- latent variables
- visual tracking
- prior knowledge